{"id":"https://openalex.org/W2946524168","doi":"https://doi.org/10.1145/3308560.3314998","title":"Epitaph or Breaking News? Analyzing and Predicting the Stability of Knowledge Base Properties","display_name":"Epitaph or Breaking News? Analyzing and Predicting the Stability of Knowledge Base Properties","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2946524168","doi":"https://doi.org/10.1145/3308560.3314998","mag":"2946524168"},"language":"en","primary_location":{"id":"doi:10.1145/3308560.3314998","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308560.3314998","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of The 2019 World Wide Web Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3308560.3314998","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001119159","display_name":"Ioannis Dikeoulias","orcid":null},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ioannis Dikeoulias","raw_affiliation_strings":["Saarland University"],"affiliations":[{"raw_affiliation_string":"Saarland University","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066026428","display_name":"Jannik Str\u00f6tgen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151956","display_name":"Robert Bosch (India)","ror":"https://ror.org/04my8ty22","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210151956","https://openalex.org/I889804353"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jannik Str\u00f6tgen","raw_affiliation_strings":["Bosch Center for Artificial Intelligence"],"affiliations":[{"raw_affiliation_string":"Bosch Center for Artificial Intelligence","institution_ids":["https://openalex.org/I4210151956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058717031","display_name":"Simon Razniewski","orcid":"https://orcid.org/0000-0002-5410-218X"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Razniewski","raw_affiliation_strings":["Max Planck Institute for Informatics"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics","institution_ids":["https://openalex.org/I4210109712"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001119159"],"corresponding_institution_ids":["https://openalex.org/I91712215"],"apc_list":null,"apc_paid":null,"fwci":0.2062,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57484067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1155","last_page":"1158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.740016758441925},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.7090704441070557},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6661942005157471},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6434391140937805},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6324841380119324},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.5751930475234985},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5088598728179932},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.45637616515159607},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.398211270570755},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3723872900009155},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3538628816604614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14471924304962158},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12537628412246704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.740016758441925},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.7090704441070557},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6661942005157471},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6434391140937805},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6324841380119324},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.5751930475234985},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5088598728179932},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.45637616515159607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.398211270570755},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3723872900009155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3538628816604614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14471924304962158},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12537628412246704},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3308560.3314998","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308560.3314998","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of The 2019 World Wide Web Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.mpg.de:item_3109164","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0004-0281-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Companion of The World Wide Web Conference","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3308560.3314998","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308560.3314998","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of The 2019 World Wide Web Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W68538572","https://openalex.org/W1964189668","https://openalex.org/W1980706971","https://openalex.org/W2014432523","https://openalex.org/W2090243146","https://openalex.org/W2104428806","https://openalex.org/W2206899006","https://openalex.org/W2252011030","https://openalex.org/W2283196293","https://openalex.org/W2295324591","https://openalex.org/W2495310730","https://openalex.org/W2537252555","https://openalex.org/W2581102923","https://openalex.org/W2739876091","https://openalex.org/W2798723225","https://openalex.org/W2799077980","https://openalex.org/W2810894589","https://openalex.org/W2897253439"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2385713529","https://openalex.org/W1850639582","https://openalex.org/W2599749361"],"abstract_inverted_index":{"Knowledge":[0],"bases":[1],"(KBs)":[2],"contain":[3],"huge":[4],"amounts":[5],"of":[6,102,113,162,169,175,183],"facts":[7],"about":[8],"entities,":[9],"their":[10],"properties,":[11],"and":[12,32,44,49,109,130],"relations":[13,45],"between":[14],"them.":[15],"They":[16],"are":[17,146],"thus":[18],"the":[19,40,111,160,173,180],"key":[20],"asset":[21],"in":[22,39,164],"any":[23],"intelligent":[24],"system":[25],"for":[26,178],"tasks":[27],"such":[28],"as":[29],"structured":[30],"search":[31],"question":[33],"answering.":[34],"However,":[35],"due":[36,152],"to":[37,73,83,99,118,138,153,158],"dynamics":[38],"real":[41],"world,":[42],"properties":[43,171],"change":[46,74],"over":[47],"time,":[48],"stored":[50],"knowledge":[51],"may":[52],"become":[53],"outdated.":[54],"While":[55],"KB":[56,68,88,114,144,184],"information":[57,63],"evolves":[58],"steadily,":[59],"there":[60],"is":[61,81,142],"no":[62],"whether":[64,79],"or":[65,78,150],"not":[66,147],"a":[67,93],"property":[69],"might":[70],"be":[71,84],"subject":[72],"with":[75,121],"high":[76],"probability":[77],"it":[80],"likely":[82],"stable.":[85],"Systems":[86],"exploiting":[87],"information,":[89],"however,":[90],"could":[91],"benefit":[92],"lot":[94],"if":[95],"they":[96],"had":[97],"access":[98],"this":[100,105],"kind":[101],"information.":[103],"In":[104],"paper,":[106],"we":[107],"analyze":[108],"predict":[110],"stability":[112,122,140,182],"entries,":[115],"which":[116],"allows":[117],"accompany":[119],"entries":[120,145],"scores.":[123],"Our":[124],"predictive":[125],"model":[126],"exploits":[127],"entity-based":[128],"features":[129],"learns":[131],"through":[132],"historic":[133],"data.":[134],"A":[135],"particular":[136],"challenge":[137],"determine":[139],"scores":[141],"that":[143],"only":[148],"added":[149],"modified":[151],"real-world":[154],"changes":[155],"but":[156],"also":[157],"reduce":[159],"incompleteness":[161],"KBs":[163],"general.":[165],"Nevertheless,":[166],"our":[167,176],"evaluation":[168],"sample":[170],"demonstrates":[172],"effectiveness":[174],"method":[177],"predicting":[179],"one-year":[181],"properties.":[185]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
